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The Nature of Statistical Learning Theory
, 1999
"... Statistical learning theory was introduced in the late 1960’s. Until the 1990’s it was a purely theoretical analysis of the problem of function estimation from a given collection of data. In the middle of the 1990’s new types of learning algorithms (called support vector machines) based on the deve ..."
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Cited by 12976 (32 self)
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Statistical learning theory was introduced in the late 1960’s. Until the 1990’s it was a purely theoretical analysis of the problem of function estimation from a given collection of data. In the middle of the 1990’s new types of learning algorithms (called support vector machines) based
Maximum likelihood from incomplete data via the EM algorithm
- JOURNAL OF THE ROYAL STATISTICAL SOCIETY, SERIES B
, 1977
"... A broadly applicable algorithm for computing maximum likelihood estimates from incomplete data is presented at various levels of generality. Theory showing the monotone behaviour of the likelihood and convergence of the algorithm is derived. Many examples are sketched, including missing value situat ..."
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Cited by 11807 (17 self)
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situations, applications to grouped, censored or truncated data, finite mixture models, variance component estimation, hyperparameter estimation, iteratively reweighted least squares and factor analysis.
Qualitative Data Analysis in Cross-Cultural Projects
"... and other research outputs Qualitative data analysis in cross-cultural projects Journal Article ..."
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and other research outputs Qualitative data analysis in cross-cultural projects Journal Article
Blackwell Publishing Ltd qualitative data analysis
, 2007
"... An account is given of a research project with particular attention to the place of data analysis and interpretation. It shines some light into what often remains the black box of qualitative research practice, the mysterious process of generating a research narrative based on the data. The paper pr ..."
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An account is given of a research project with particular attention to the place of data analysis and interpretation. It shines some light into what often remains the black box of qualitative research practice, the mysterious process of generating a research narrative based on the data. The paper
1.1 What is Qualitative Data Analysis?................. 2
"... ulqda is a L ATEX package for use in Qualitative Data Analysis research. It assists in the analysis of textual data such as interview transcripts and field notes. This document corresponds to ulqda v1.1, dated 2009/06/11. Contents 1 ..."
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ulqda is a L ATEX package for use in Qualitative Data Analysis research. It assists in the analysis of textual data such as interview transcripts and field notes. This document corresponds to ulqda v1.1, dated 2009/06/11. Contents 1
Debunking Myths in Qualitative Data Analysis
, 2002
"... In deciding on CAQDAS use in my research, I deliberate firstly the primacy of grounded theory as a methodology and secondly the primacy of coding as a method. In the first section of this paper, I weigh the extent to which my research draws and departs from the principles and practices of grounded ..."
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Cited by 3 (1 self)
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to which GT has informed my work in enhancing the qualitative research and in highlighting the uses and limits of grounded theory, I pose the question to what
Approximation Operators in Qualitative Data Analysis
- PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL CONFERENCE ON DATA MINING
, 2002
"... ... In his paper, we present various forms of set approximations via the unifying concept of modal-style operators. Two examples indicate the usefulness of the approach. ..."
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Cited by 13 (0 self)
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... In his paper, we present various forms of set approximations via the unifying concept of modal-style operators. Two examples indicate the usefulness of the approach.
Curriculum development for teaching qualitative data analysis online
- Published proceedings of the International Conference on Qualitative Research in IT & IT
, 2004
"... This paper explores the unique curriculum design issues involved with the integration of qualitative data analysis software (QDAS) in online instruction of qualitative research. The Qualitative Research III – Analysis course was designed for graduate students and offered in a blended online format u ..."
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Cited by 1 (0 self)
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This paper explores the unique curriculum design issues involved with the integration of qualitative data analysis software (QDAS) in online instruction of qualitative research. The Qualitative Research III – Analysis course was designed for graduate students and offered in a blended online format
Reflexive accounts and accounts of reflexivity in qualitative data analysis
- Sociology
, 2003
"... While the importance of being reflexive is acknowledged within social science research, the difficulties, practicalities and methods of doing it are rarely addressed. Thus, the implications of current theoretical and philosophical discussions about reflexivity, epistemology and the construction of k ..."
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Cited by 70 (4 self)
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of knowledge for empirical socio-logical research practice, specifically the analysis of qualitative data, remain under-developed. Drawing on our doctoral experiences, we reflect on the possibilities and limits of reflexivity during the interpretive stages of research.We explore how reflexivity can
Results 1 - 10
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4,875,587